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feat: customizable timeout duration
When using local LLMs can be useful to set a custom timeout for litellm HTTP calls to the model. The default being 10 minutes.
Test changes on VM
Use this command from test-infra-definitions to manually test this PR changes on a VM:
inv create-vm --pipeline-id=44199812 --os-family=ubuntu
Note: This applies to commit 310b3b73
Regression Detector
Regression Detector Results
Run ID: 38869366-4efa-48ed-8660-e4980b6a8715 Metrics dashboard Target profiles
Baseline: 897e31f7577e89a0afc9b6b85ac6670d5b63cfcd Comparison: c7aa4320d4d9bd41fdbb9442ccbbab9f34f1935d
Performance changes are noted in the perf column of each table:
- ✅ = significantly better comparison variant performance
- ❌ = significantly worse comparison variant performance
- ➖ = no significant change in performance
No significant changes in experiment optimization goals
Confidence level: 90.00% Effect size tolerance: |Δ mean %| ≥ 5.00%
There were no significant changes in experiment optimization goals at this confidence level and effect size tolerance.
Fine details of change detection per experiment
| perf | experiment | goal | Δ mean % | Δ mean % CI | trials | links |
|---|---|---|---|---|---|---|
| ➖ | tcp_syslog_to_blackhole | ingress throughput | +5.74 | [-7.17, +18.65] | 1 | Logs |
| ➖ | pycheck_lots_of_tags | % cpu utilization | +0.70 | [-1.79, +3.20] | 1 | Logs |
| ➖ | uds_dogstatsd_to_api | ingress throughput | -0.00 | [-0.00, +0.00] | 1 | Logs |
| ➖ | tcp_dd_logs_filter_exclude | ingress throughput | -0.00 | [-0.01, +0.01] | 1 | Logs |
| ➖ | otel_to_otel_logs | ingress throughput | -0.08 | [-0.89, +0.73] | 1 | Logs |
| ➖ | idle | memory utilization | -0.14 | [-0.17, -0.11] | 1 | Logs |
| ➖ | file_tree | memory utilization | -0.38 | [-0.43, -0.33] | 1 | Logs |
| ➖ | basic_py_check | % cpu utilization | -0.58 | [-3.23, +2.08] | 1 | Logs |
| ➖ | uds_dogstatsd_to_api_cpu | % cpu utilization | -1.44 | [-2.21, -0.67] | 1 | Logs |
Bounds Checks
| perf | experiment | bounds_check_name | replicates_passed |
|---|---|---|---|
| ✅ | idle | memory_usage | 10/10 |
Explanation
A regression test is an A/B test of target performance in a repeatable rig, where "performance" is measured as "comparison variant minus baseline variant" for an optimization goal (e.g., ingress throughput). Due to intrinsic variability in measuring that goal, we can only estimate its mean value for each experiment; we report uncertainty in that value as a 90.00% confidence interval denoted "Δ mean % CI".
For each experiment, we decide whether a change in performance is a "regression" -- a change worth investigating further -- if all of the following criteria are true:
-
Its estimated |Δ mean %| ≥ 5.00%, indicating the change is big enough to merit a closer look.
-
Its 90.00% confidence interval "Δ mean % CI" does not contain zero, indicating that if our statistical model is accurate, there is at least a 90.00% chance there is a difference in performance between baseline and comparison variants.
-
Its configuration does not mark it "erratic".
/merge
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